1. Free‐breathing, fat‐corrected T1 mapping of the liver with stack‐of‐stars MRI, and joint estimation of T1, PDFF, R2*, and B1+.
- Author
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Muslu, Yavuz, Tamada, Daiki, Roberts, Nathan T., Cashen, Ty A., Mandava, Sagar, Kecskemeti, Steven R., Hernando, Diego, and Reeder, Scott B.
- Subjects
IMAGE reconstruction algorithms ,NONINVASIVE diagnostic tests ,IMAGE reconstruction ,SPATIAL resolution ,ACCOUNTING methods - Abstract
Purpose: Quantitative T1 mapping has the potential to replace biopsy for noninvasive diagnosis and quantitative staging of chronic liver disease. Conventional T1 mapping methods are confounded by fat and B1+$$ {B}_1^{+} $$ inhomogeneities, resulting in unreliable T1 estimations. Furthermore, these methods trade off spatial resolution and volumetric coverage for shorter acquisitions with only a few images obtained within a breath‐hold. This work proposes a novel, volumetric (3D), free‐breathing T1 mapping method to account for multiple confounding factors in a single acquisition. Theory and Methods: Free‐breathing, confounder‐corrected T1 mapping was achieved through the combination of non‐Cartesian imaging, magnetization preparation, chemical shift encoding, and a variable flip angle acquisition. A subspace‐constrained, locally low‐rank image reconstruction algorithm was employed for image reconstruction. The accuracy of the proposed method was evaluated through numerical simulations and phantom experiments with a T1/proton density fat fraction phantom at 3.0 T. Further, the feasibility of the proposed method was investigated through contrast‐enhanced imaging in healthy volunteers, also at 3.0 T. Results: The method showed excellent agreement with reference measurements in phantoms across a wide range of T1 values (200 to 1000 ms, slope = 0.998 (95% confidence interval (CI) [0.963 to 1.035]), intercept = 27.1 ms (95% CI [0.4 54.6]), r2 = 0.996), and a high level of repeatability. In vivo imaging studies demonstrated moderate agreement (slope = 1.099 (95% CI [1.067 to 1.132]), intercept = −96.3 ms (95% CI [−82.1 to −110.5]), r2 = 0.981) compared to saturation recovery‐based T1 maps. Conclusion: The proposed method produces whole‐liver, confounder‐corrected T1 maps through simultaneous estimation of T1, proton density fat fraction, and B1+$$ {B}_1^{+} $$ in a single, free‐breathing acquisition and has excellent agreement with reference measurements in phantoms. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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